中The course provides a broad and mainly practical overview of fundamental skills for bioinformatics (and, in general, data analysis). The aim is to support the simultaneous development of quantitative and programming skills for biological and biomedical students with little or no background in programming or quantitative analysis.
Fundamental Skills in Bioinformatics
您将学到什么
Basics of R
Basics of Python
How to analyze bulk RNAseq count data
How to analyze single cell RNAseq count data
您将获得的技能
要了解的详细信息
可分享的证书
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作业
13 项作业
授课语言：英语（English）
了解顶级公司的员工如何掌握热门技能
该课程共有4个模块
The first module will explore the basics of programming through R and this will include: working in R and RStudio, understanding data types, loops and ifs. Additionally, the module will provide an introduction to RMarkDown as a tool for sharing code that we will use in the coding lectures.
涵盖的内容
17个视频2篇阅读材料4个作业
The second module will focus on two aims. Firstly, to master the use of logical values and vectors and its applications in quality control. Secondly, to practice the programming skills while learning how to perform basic statistical analysis. This will include: explorative data analysis, correlation, linear models, T-test, and ANOVA. Finally, we will explore the available resources for R programming.
涵盖的内容
20个视频1篇阅读材料2个作业6个编程作业
The third module will provide the basics of the Python programming language. First, the module will compare Python and R language and learn the programming syntax of Python. Second, the module will work with two key Python modules: pandas and numpy.
涵盖的内容
19个视频1篇阅读材料4个作业4个编程作业1个非评分实验室
The final module will focus on applying knowledge and understanding of programming in the analysis of real RNA-seq data. R will be used for analysing of bulk RNA-seq and Python for single- cell RNA-seq. The results of both analyses will then be integrated. Finally, the module will provide insights in how to gain deeper knowledge and skills in R.
涵盖的内容
19个视频2篇阅读材料3个作业4个编程作业
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状态：免费试用University of California San Diego
状态：免费试用University of California San Diego
状态：免费试用Icahn School of Medicine at Mount Sinai
状态：预览University of California San Diego
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学生评论
4.4
62 条评论
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11.29%
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5
已于 Jun 18, 2025审阅
Thanks for the team who made this valuable course. All the best!
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To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.
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